Senior Machine Learning Engineer, Coinbase

• 5+ years of industry experience in ML
• MS degree in Computer Science, Machine Learning, Data Mining, Statistics, or related technical field
• Strong experience with at least one ML model: DNNs, GNNs, Reinforcement Learning, Deep Learning, Logistic Regression, Gradient Boosting trees, etc
• Solid working knowledge in one or more of the following: data mining, information retrieval, advanced statistics or natural language processing, computer vision
• Experience building and deploying production ML systems at scale
• Exhibit our core cultural values: positive energy, communicate clearly, be curious, and be a builder

Desirable

• As a Senior Machine Learning Engineer at Coinbase, you will play a pivotal role in constructing essential infrastructure for the open financial system
• This involves harnessing diverse and extensive data sources, including the blockchain, to grant millions of individuals access to cryptocurrency while simultaneously identifying and thwarting malicious entities
• Your impact extends beyond safeguarding Coinbase, as you'll have the opportunity to employ machine learning to enhance the overall user experience
• This includes imbuing intelligence into recommendations, risk assessment, chatbots, and various other aspects, making our product not only secure but also exceptionally user-friendly
• The ML team at Coinbase is a part of our Platform Product Group
• The Platform Product Group’s mission is to build a trusted, scalable, and compliant platform to maximize velocity, efficiency and quality
• They build the foundations that can be used by multiple products and teams at Coinbase so that users can have a consistent and high-quality experience
• Investigate and harness cutting-edge machine learning methodologies, including deep learning, large language models (LLMs), and graph neural networks, to address diverse challenges throughout the company
• These challenges encompass areas such as fraud detection, feed ranking, recommendation systems, targeting, chatbots, and blockchain mining
• Develop and deploy robust, low-maintenance applied machine learning solutions in a production environment
• Create onboarding codelabs, tools, and infrastructure to democratize access to machine learning resources across Coinbase, fostering a culture of widespread ML utilization

• 12 weeks maternity/paternity leave
• Vision and dental care
• Commuter benefits
• Learning and development budget
• Unlimited paid time off policy
• Work from home opportunities
• Health insurance

Total funding: $633.4m

Coinbase allows its users to create their own crypto wallets and start buying or selling cryptocurrencies by connecting with their bank accounts. It also provides a series of merchant payment processing systems and tools that support transactions with many popular websites.